Lior Horesh  Lior Horesh photo         

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Senior Manager, Mathematics of AI
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash2004

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Professional Associations

Professional Associations:  INFORMS  |  IPIA - Inverse Problems International Association  |  Mathematical Optimization Society  |  Society for Industrial and Applied Mathematics

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More information:  Dr. Lior Horesh

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Dr. Lior Horesh is a Principal Research Staff Member, Master Inventor and a Senior Manager of the ‎Mathematics of AI group at IBM Research. His group’s mission is to approach some of the big ‎challenges the field of AI is facing, from a principled mathematical angle. This involves both conceiving ‎and bringing in state-of-the-art mathematical theories, algorithms and analysis tools, in hope of ‎advancing fundamentally generalizability, scalability and interpretability of AI.

 

Additionally, Dr. Horesh ‎holds an adjunct Associate Professor position at the Computer Science department of Columbia ‎University where he teaches graduate level Advanced Machine Learning and Quantum Computing ‎courses. Dr. Horesh Received his Ph.D. in 2006 from UCL and joined IBM in 2009.

 

Dr. Horesh's research ‎work focuses on algorithmic and theoretical aspects of tensor algebra, numerical analysis, simulation ‎of complex systems, inverse problems, non-linear optimization, experimental design, machine learning, quantum ‎computing and the interplay between first principles models and AI in the context of symbolic scientific discovery.